Warehouses have never been more automated, more data-rich, or more operationally demanding than they are now—yet they still rely on systems that can’t keep...

Warehouses have never been more automated, more data-rich, or more operationally demanding than they are now—yet they still rely on systems that can’t keep up. Throughput is rising, SLAs are shrinking, and fleets of AMRs, conveyors, and sensors expand every year. But beneath that technological surface, most sites still rely on a familiar trio: a Warehouse Management System (WMS)…

Source

Kubernetes underpins a large portion of all AI workloads in production. Yet, maintaining GPU nodes and ensuring that applications are running, training jobs are...

Kubernetes underpins a large portion of all AI workloads in production. Yet, maintaining GPU nodes and ensuring that applications are running, training jobs are progressing, and traffic is served across Kubernetes clusters is easier said than done. NVSentinel is designed to help with these challenges. An open source system for Kubernetes AI clusters, NVSentinel continuously monitors GPU…

Source

The new Mistral 3 open model family delivers industry-leading accuracy, efficiency, and customization capabilities for developers and enterprises. Optimized...

The new Mistral 3 open model family delivers industry-leading accuracy, efficiency, and customization capabilities for developers and enterprises. Optimized from NVIDIA GB200 NVL72 to edge platforms, Mistral 3 includes: All the models were trained on NVIDIA Hopper GPUs and are now available through Mistral AI on Hugging Face. Developers can choose from a variety of options for deploying…

Source

💾

Training massive mixture-of-experts (MoE) models has long been the domain of a few advanced users with deep infrastructure and distributed-systems expertise....

Training massive mixture-of-experts (MoE) models has long been the domain of a few advanced users with deep infrastructure and distributed-systems expertise. For most developers, the challenge wasn’t building smarter models—it was scaling them efficiently across hundreds or even thousands of GPUs without breaking the bank. With NVIDIA NeMo Automodel, an open-source library within NVIDIA NeMo…

Source

​​For decades, one of biology’s deepest mysteries was how a string of amino acids folds itself into the intricate architecture of life. Researchers built...

​​For decades, one of biology’s deepest mysteries was how a string of amino acids folds itself into the intricate architecture of life. Researchers built painstaking simulations and statistical models, inching toward an answer but never crossing the threshold of prediction at scale. Then, deep learning changed everything. By learning the language of evolution directly from sequence data…

Source

Medical AI has reached an inflection point. While vision-language models (VLMs) have shown promise in medical imaging, they have lacked the systematic,...

Medical AI has reached an inflection point. While vision-language models (VLMs) have shown promise in medical imaging, they have lacked the systematic, transparent reasoning that clinicians need to trust AI-assisted diagnoses. Changing this is NVIDIA Clara, a family of models, tools, and recipes that are built for accelerating scientific discovery, analyzing medical images…

Source